A Sylvester matrix, often referred to in the context of control theory and algebra, is a specific type of matrix that is constructed from the coefficients of two or more polynomials. These matrices are particularly useful in the study of polynomial roots, systems of equations, and in numerical methods.
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For polynomials of polynomial degrees , the Sylvester matrix has shifted coefficient rows of followed by shifted rows of , using descending-power order. It is a square matrix of size . Its transpose represents the linear map with , ; its determinant is the resultant.
For an original parameter example, choose and . ThenThe two lists of coefficients become three rows because is multiplied by both and . Thus the common-root parameter values are and . At , the resultant is , so the two polynomials have no common root.
One can verify the certificate without any determinant expansion:For , division by gives a Bézout's identity for polynomials. At , the identity instead becomes a nontrivial cancellation between multiples of two polynomials sharing the polynomial factor .
The general proof needs only a short linear algebra outline. A common polynomial factor gives a nonzero cancelling pair within the degree bounds, making the Sylvester matrix singular. Conversely, if are coprime polynomials and , then divides ; the bound forces and then . Thus the linear map has zero kernel of a linear map exactly in the coprime case. Over an algebraic closure, a nonconstant common polynomial factor is equivalent to a common root.
In 1840, James Joseph Sylvester described forming the shifted coefficient rows and taking a signed sum of products selected by permutations. In modern notation, this is the Sylvester matrix and its determinant. The construction turns the nonlinear common-root of a polynomial question into linear algebra. His paper's word derivatives concerns elimination, rather than the formal derivative used below.[ref]
A method of determining by mere inspection the derivatives from two equations of any degree. The Collected Mathematical Papers of James Joseph Sylvester, Volume I; Paper 9, A method of determining by mere inspection the derivatives from two equations of any degree; Collected Mathematical Papers, volume I (1904), pp. 54–55, rules 1–4; original Philosophical Magazine XVI (1840), pp. 132–135
